{"version":"0.1","company":{"name":"YubHub","url":"https://yubhub.co","jobsUrl":"https://yubhub.co/jobs/skill/identity-systems"},"x-facet":{"type":"skill","slug":"identity-systems","display":"Identity Systems","count":14},"x-feed-size-limit":100,"x-feed-sort":"enriched_at desc","x-feed-notice":"This feed contains at most 100 jobs (the most recently enriched). For the full corpus, use the paginated /stats/by-facet endpoint or /search.","x-generator":"yubhub-xml-generator","x-rights":"Free to redistribute with attribution: \"Data by YubHub (https://yubhub.co)\"","x-schema":"Each entry in `jobs` follows https://schema.org/JobPosting. YubHub-native raw fields carry `x-` prefix.","jobs":[{"@context":"https://schema.org","@type":"JobPosting","identifier":{"@type":"PropertyValue","name":"YubHub","value":"job_0d42a662-43e"},"title":"Senior Product Manager - Identity","description":"<p>We&#39;re seeking a Senior Product Manager, Identity to own the intelligence layer that connects digital signals to real-world business outcomes. As a Senior PM, you&#39;ll work at the intersection of platform engineering, data science, and customer value creation. You&#39;ll drive systematic improvements to visitor-to-person and IP-to-company match rates, integrate new data sources, and ensure identity data flows seamlessly across ZoomInfo&#39;s GTM Intelligence Platform.</p>\n<p>Your work directly impacts how thousands of customers identify, engage, and convert their ideal buyers. You&#39;ll partner with product marketing, sales enablement, and customer success to position identity capabilities and drive adoption.</p>\n<p>Key responsibilities include:</p>\n<p>Strategic Leadership: \tOwn product strategy and roadmap for identity resolution, defining vision and success metrics that drive measurable improvements in match rates and customer value \tIdentify and prioritize opportunities to enhance identity resolution through new data sources, improved algorithms, and better data quality \tEvaluate, negotiate, and integrate 3rd party data partnerships that expand identity coverage and accuracy \tDefine and track core metrics including visitor-to-person match rates, IP-to-company accuracy, coverage, latency, and downstream revenue impact \tPartner with product marketing, sales enablement, and customer success to position identity capabilities and drive adoption</p>\n<p>Execution Excellence: \tDeliver measurable improvements to identity resolution performance through rigorous prioritization, rapid experimentation, and iterative execution \tDiagnose and resolve data quality issues that impact match rates, customer trust, and product experience \tBuild scalable monitoring and alerting systems that track identity resolution health and enable proactive issue detection \tCreate frameworks for evaluating new data sources and measuring their incremental impact on resolution performance \tConduct deep discovery using data analysis, customer interviews, and competitive research to uncover opportunities for improvement</p>\n<p>Cross-Functional Partnership: \tPartner with Platform, Application, and Data teams to ensure seamless integration of identity data into customer-facing products \tCollaborate with data science and engineering to solve complex problems in entity resolution, probabilistic matching, and signal enrichment \tWork with analytics teams to instrument metrics, build dashboards, and enable data-driven decision making \tEnable go-to-market teams through training, documentation, and competitive positioning</p>\n<p>What You Bring:</p>\n<p>Required Qualifications: \t5+ years of product management experience in data-intensive B2B SaaS environments, with focus on data products, identity systems, or platform-level capabilities \tDeep understanding of identity resolution, entity matching, IP-to-company mapping, visitor identification, and the evolving privacy landscape \tTechnical fluency with SQL, Snowflake, and BI tools (Tableau, Looker) - ability to independently analyze data, diagnose issues, and make data-driven decisions \tProven track record identifying, diagnosing, and resolving data quality issues at scale with understanding of coverage, accuracy, and freshness trade-offs \tCross-functional leadership - demonstrated ability to influence and align engineering, product, data science, and go-to-market teams without formal authority \tCustomer-centric mindset with experience optimizing adoption funnels and driving engagement for technical products \tExcellent communication skills - ability to translate complex technical concepts into clear, value-based narratives for executives and customers \tBias for action - track record of moving quickly from insight to execution with iterative, test-and-learn approach \tB2B SaaS experience with enterprise data products, platform products, or GTM tools</p>\n<p>Preferred Qualifications: \tExperience with AdTech, MarTech, or Real-Time Bidding (RTB) ecosystems \tBackground in data science, engineering, or analytics prior to product management \tFamiliarity with 3rd party data sourcing, evaluation, and integration \tExperience with probabilistic matching, entity resolution, or graph-based identity systems \tKnowledge of data privacy regulations and their product implications \tExperience in sales intelligence, marketing technology, or revenue operations domains</p>\n<p style=\"margin-top:24px;font-size:13px;color:#666;\">XML job scraping automation by <a href=\"https://yubhub.co\">YubHub</a></p>","url":"https://yubhub.co/jobs/job_0d42a662-43e","directApply":true,"hiringOrganization":{"@type":"Organization","name":"ZoomInfo","sameAs":"https://www.zoominfo.com/","logo":"https://logos.yubhub.co/zoominfo.com.png"},"x-apply-url":"https://job-boards.greenhouse.io/zoominfo/jobs/8477058002","x-work-arrangement":"hybrid","x-experience-level":"senior","x-job-type":"full-time","x-salary-range":"$126,000-$198,000 USD","x-skills-required":["SQL","Snowflake","BI tools (Tableau, Looker)","Identity resolution","Entity matching","IP-to-company mapping","Visitor identification","Data quality","Data science","Engineering","Analytics"],"x-skills-preferred":["AdTech","MarTech","Real-Time Bidding (RTB) ecosystems","Probabilistic matching","Entity resolution","Graph-based identity systems","Data privacy regulations","Sales intelligence","Marketing technology","Revenue operations domains"],"datePosted":"2026-04-18T15:54:57.461Z","jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Bethesda, Maryland, United States; Remote; Vancouver, Washington, United States; Waltham, Massachusetts, United States"}},"jobLocationType":"TELECOMMUTE","employmentType":"FULL_TIME","occupationalCategory":"Engineering","industry":"Technology","skills":"SQL, Snowflake, BI tools (Tableau, Looker), Identity resolution, Entity matching, IP-to-company mapping, Visitor identification, Data quality, Data science, Engineering, Analytics, AdTech, MarTech, Real-Time Bidding (RTB) ecosystems, Probabilistic matching, Entity resolution, Graph-based identity systems, Data privacy regulations, Sales intelligence, Marketing technology, Revenue operations domains","baseSalary":{"@type":"MonetaryAmount","currency":"USD","value":{"@type":"QuantitativeValue","minValue":126000,"maxValue":198000,"unitText":"YEAR"}}},{"@context":"https://schema.org","@type":"JobPosting","identifier":{"@type":"PropertyValue","name":"YubHub","value":"job_2425f6e7-bce"},"title":"Staff Software Engineer, Authorization","description":"<p>Job Title: Staff Software Engineer, Authorization</p>\n<p>Location: Remote - USA</p>\n<p>Description:</p>\n<p>Airbnb is seeking a highly experienced Staff Software Engineer to join its Authorization Infrastructure team. The successful candidate will be responsible for designing, developing, and evolving Airbnb&#39;s authorization platform, shaping the roadmap, architecture, and delivery while ensuring high reliability, performance, and operational excellence at scale.</p>\n<p>The Authorization Infrastructure team builds and operates Himeji, the authorization system powering over 8 million authorization checks per second that underpins every access to data and resources at Airbnb. 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excellence at scale.</li>\n</ul>\n<ul>\n<li>Help drive the next generation of authorization for AI and agentic workflows, defining clear access models for agents and building systems that enforce correctness, least-privilege access, and end-to-end auditability.</li>\n</ul>\n<ul>\n<li>Partner with InfoSec, AI/ML Infra, Product, Privacy, and Data teams to align on authorization standards and drive adoption across the platform.</li>\n</ul>\n<ul>\n<li>Lead design and execution of high-impact, high-risk authorization initiatives across multiple teams and systems.</li>\n</ul>\n<ul>\n<li>Set and uphold engineering standards through design reviews, technical leadership, and mentorship of senior engineers.</li>\n</ul>\n<p>Requirements:</p>\n<ul>\n<li>10+ years of software engineering experience, with significant time designing and operating large-scale, high-reliability distributed systems.</li>\n</ul>\n<ul>\n<li>Deep expertise in authorization, access control, or identity systems, including policy models, permission frameworks, or trust infrastructure at production scale.</li>\n</ul>\n<ul>\n<li>Demonstrated track record of owning complex, cross-organizational technical strategy: authoring foundational RFCs, building alignment across teams with competing priorities, and making high-stakes architectural commitments.</li>\n</ul>\n<ul>\n<li>Experience influencing engineering standards beyond your immediate team, at the engineering council, org-wide, or across platform and product organizations.</li>\n</ul>\n<ul>\n<li>Strong communication and technical leadership skills, with the ability to engage effectively across engineering, security, product leadership, and external partners.</li>\n</ul>\n<ul>\n<li>Familiarity with AI agent architectures and the security and authorization challenges they introduce is a strong plus.</li>\n</ul>\n<p>Benefits:</p>\n<ul>\n<li>Competitive salary range: $212,000-$265,000 USD</li>\n</ul>\n<ul>\n<li>Bonus, equity, benefits, and Employee Travel 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drives learning, accountability, and long-term resilience.</li>\n</ul>\n<ul>\n<li>Ensuring insights from incidents translate into systemic improvements across tools, infrastructure, and engineering culture.</li>\n</ul>\n<ul>\n<li>Rebuilding and scaling a Security Champions Network that brings security and governance expertise directly into product and infrastructure teams.</li>\n</ul>\n<ul>\n<li>Creating centralized enablement, tooling, and shared learning systems that allow thousands of engineers to integrate security seamlessly.</li>\n</ul>\n<ul>\n<li>Leading efforts to ensure responsible data use across AI/ML systems, SaaS environments, and internal workspaces.</li>\n</ul>\n<ul>\n<li>Defining and enforcing policies that uphold privacy, integrity, auditability, and proper data lifecycle management.</li>\n</ul>\n<ul>\n<li>Transforming security into a key enabler for engineering velocity.</li>\n</ul>\n<ul>\n<li>Delivering automation, self-service tools, and intelligent guardrails that reduce developer friction while increasing safety and compliance.</li>\n</ul>\n<ul>\n<li>Building JIT (Just-In-Time) security education and systems that proactively surface risky behaviour before it becomes an incident.</li>\n</ul>\n<ul>\n<li>Identifying and elevating Databricks&#39; security posture to exceed DB50 customer expectations, including areas such as audit logging, controlled access workflows, secure asset import/export, behaviour monitoring and lineage.</li>\n</ul>\n<ul>\n<li>Partnering with security, IT, and compliance teams to ensure readiness for the most demanding enterprise and regulated environments.</li>\n</ul>\n<p>To be successful in this role, you will need:</p>\n<ul>\n<li>10+ years of experience in large-scale software engineering, with at least several years leading engineering managers and senior ICs.</li>\n</ul>\n<ul>\n<li>Strong technical grounding in backend systems, distributed systems, identity/security, or enterprise cloud platforms.</li>\n</ul>\n<ul>\n<li>Experience defining governance, security, or enterprise-grade platform capabilities.</li>\n</ul>\n<ul>\n<li>A background as a senior IC (e.g., Staff/Principal Engineer) at some point,this role requires deep technical credibility.</li>\n</ul>\n<ul>\n<li>Proven success hiring, developing, and retaining senior engineering talent.</li>\n</ul>\n<ul>\n<li>Expertise driving cross-functional technical programs with senior stakeholders.</li>\n</ul>\n<ul>\n<li>Experience building cloud-agnostic or multi-cloud services.</li>\n</ul>\n<ul>\n<li>Background in enterprise features such as access control, policy engines, compliance, or identity systems.</li>\n</ul>\n<ul>\n<li>Experience leading organisations through scaling phases in high-growth environments.</li>\n</ul>\n<p>You will be rewarded with a competitive salary range of $255,900-$305,350 USD, plus eligibility for annual performance bonus, equity, and comprehensive benefits.</p>\n<p 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seeking a highly technical and influential Director of Engineering, Governance Foundation to define how security, privacy, and responsible data practices are built into the core of Databricks&#39; products and infrastructure.</p>\n<p>This role is not simply about running programs,it is about designing and scaling the engineering platforms, guardrails, and operating models that make secure and compliant product development the default across a rapidly growing, multi-cloud ecosystem.</p>\n<p><strong>Responsibilities</strong></p>\n<p><strong>Security &amp; Privacy Governance Architecture</strong></p>\n<ul>\n<li>Define the company-wide strategy for embedding security, privacy, and responsible data use across engineering workflows and platform components.</li>\n</ul>\n<ul>\n<li>Build scalable governance frameworks that help engineering teams design secure systems from the start, not after the fact.</li>\n</ul>\n<p><strong>Incident Learning &amp; Prevention</strong></p>\n<ul>\n<li>Establish 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management.</li>\n</ul>\n<p><strong>Developer-Centric Security Enablement</strong></p>\n<ul>\n<li>Transform security into a key enabler for engineering velocity.</li>\n</ul>\n<ul>\n<li>Deliver automation, self-service tools, and intelligent guardrails that reduce developer friction while increasing safety and compliance.</li>\n</ul>\n<ul>\n<li>Build JIT (Just-In-Time) security education and systems that proactively surface risky behaviour before it becomes an incident.</li>\n</ul>\n<p><strong>Security Maturity &amp; Customer Trust</strong></p>\n<ul>\n<li>Identify and elevate Databricks&#39; security posture to exceed DB50 customer expectations, including areas such as:</li>\n</ul>\n<ul>\n<li>audit logging</li>\n</ul>\n<ul>\n<li>controlled access workflows</li>\n</ul>\n<ul>\n<li>secure asset import/export</li>\n</ul>\n<ul>\n<li>behaviour monitoring and lineage</li>\n</ul>\n<ul>\n<li>Partner with security, IT, and compliance teams to ensure readiness for the most demanding enterprise and regulated environments.</li>\n</ul>\n<p><strong>Requirements</strong></p>\n<ul>\n<li>10+ years of experience in large-scale software engineering, with at least several years leading engineering managers and senior ICs.</li>\n</ul>\n<ul>\n<li>Strong technical grounding in backend systems, distributed systems, identity/security, or enterprise cloud platforms.</li>\n</ul>\n<ul>\n<li>Experience defining governance, security, or enterprise-grade platform capabilities.</li>\n</ul>\n<ul>\n<li>A background as a senior IC (e.g., Staff/Principal Engineer) at some point,this role requires deep technical credibility.</li>\n</ul>\n<ul>\n<li>Proven success hiring, developing, and retaining senior engineering talent.</li>\n</ul>\n<p><strong>Preferred Qualifications</strong></p>\n<ul>\n<li>Experience building cloud-agnostic or multi-cloud services.</li>\n</ul>\n<ul>\n<li>Background in enterprise features such as access control, policy engines, compliance, or identity systems.</li>\n</ul>\n<ul>\n<li>Experience leading organisations through scaling phases in high-growth environments.</li>\n</ul>\n<p><strong>Pay Range Transparency</strong></p>\n<p>Databricks is committed to fair and equitable compensation practices. The pay range(s) for this role is listed below and represents the expected salary range for non-commissionable roles or on-target earnings for commissionable roles. Actual compensation packages are based on several factors that are unique to each candidate, including but not limited to job-related skills, depth of experience, relevant certifications and training, and specific work location. Based on the factors above, Databricks anticipates utilising the full width of the range. The total compensation package for this position may also include eligibility for annual performance bonus, equity, and the benefits listed above. 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This leader will directly influence how we scale new products and features, how we manage risk and regulatory compliance, how we monetize effectively, and how we deliver secure, seamless customer experiences.</p>\n<p style=\"margin-top:24px;font-size:13px;color:#666;\">XML job scraping automation by <a href=\"https://yubhub.co\">YubHub</a></p>","url":"https://yubhub.co/jobs/job_48c12398-2e6","directApply":true,"hiringOrganization":{"@type":"Organization","name":"Greenlight","sameAs":"https://www.greenlight.com/","logo":"https://logos.yubhub.co/greenlight.com.png"},"x-apply-url":"https://jobs.lever.co/greenlight/2ee7cae4-83a7-4ae4-888f-fecbac1da038","x-work-arrangement":"hybrid","x-experience-level":"senior","x-job-type":"full-time","x-salary-range":null,"x-skills-required":["Platform product management","Fintech","Financial services","SaaS","Regulated industries","Identity systems","Billing/subscription systems","Compliance platforms","AI","Distributed systems"],"x-skills-preferred":[],"datePosted":"2026-04-17T12:37:03.703Z","jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Bengaluru"}},"employmentType":"FULL_TIME","occupationalCategory":"Engineering","industry":"Finance","skills":"Platform product management, Fintech, Financial services, SaaS, Regulated industries, Identity systems, Billing/subscription systems, Compliance platforms, AI, Distributed systems"},{"@context":"https://schema.org","@type":"JobPosting","identifier":{"@type":"PropertyValue","name":"YubHub","value":"job_5242ca9a-088"},"title":"Staff Automation Engineer","description":"<p>We are looking for a Staff Automation Engineer to have a huge impact on the Business Systems, Security, Production Engineering and IT functions. This role is for a seasoned engineer who thrives on solving complex operational challenges, enhancing system security and stability, and improving efficiency through automation and best practices using AI technologies.</p>\n<p>Your day-to-day will involve implementing Agentic AI and LLM-powered workflows using tools like Tines, AWS Agentcore, AWS Bedrock, Claude Code, etc. You will deploy systems with Infrastructure as Code (IaC) (i.e. Terraform) and build and maintain automation workflows across key enterprise platforms (i.e. Atlassian, Okta, Google Workspace, Slack, Zoom, knowledge management systems), cybersecurity systems (i.e. SIEM, GRC platforms, Data Security Platforms, etc.), and cloud environments (AWS, GCP).</p>\n<p>You will build AI-driven chatbots or intelligent agents that automate tasks, support conversational workflows, and integrate with enterprise applications. You will partner with IT, Security, GRC, Procurement, and business teams to automate operational tasks and processes to reduce toil, improve efficiency and enable business.</p>\n<p>You will develop integrations using REST APIs, JSON, webhooks, and scripting languages (JavaScript, Python). You will follow established automation and AI standards for quality, security, and governance; provide improvements where appropriate.</p>\n<p>You will troubleshoot, maintain, and optimize existing workflows to improve stability and performance. You will document designs, workflows, configurations, and operational procedures.</p>\n<p>You will participate in code reviews, technical discussions, and team-based learning to uplift engineering quality and consistency.</p>\n<p>You will work with various tooling in Security, IT, and Production Engineering.</p>\n<p>This role requires 10+ years of experience in automation engineering, systems integration, or workflow development. You should have experience with automation platforms such as Tines, Retool, Superblocks, n8n, etc. You should also have hands-on experience with Terraform and containerization technologies.</p>\n<p>You should have experience developing LLM-powered automations, conversational interfaces, or Agentic AI assistants. You should have knowledge of Git and modern version control practices.</p>\n<p>You should have strong skills in REST APIs, JSON, webhooks, JavaScript, and Python. 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from concept to final output.   + Participate in design reviews, critiques, and retrospectives, offering feedback that improves both the work and the process.   + Build trusted relationships with cross-functional peers through clear communication, curiosity, and accountability.</p>\n<ul>\n<li>Stretch Into Digital (bonus)</li>\n</ul>\n<p>+ Translate brand systems into digital experiences, applying web design best practices and, where relevant, building directly in Webflow.   + Contribute motion design and animation to campaigns, launches, or brand moments that deepen storytelling and audience engagement.   + Collaborate with engineers, product designers, or motion specialists to extend the brand consistently across web and interactive surfaces.   + Experiment with emerging creative tools (AI, 3D, generative, or real-time platforms) to push how the brand shows up across mediums.</p>\n<p><strong>About you:</strong></p>\n<ul>\n<li>Requirements:</li>\n</ul>\n<p>+ Business-level fluency to read, write and speak in English   + You’ll thrive as a Senior Brand Designer if you:</p>\n<ul>\n<li>Have 5 to 7+ years of experience in brand design with a strong portfolio showcasing identity, design systems, campaigns, and event design.</li>\n<li>Can conceptualize and execute ideas across a range of mediums including print, digital, and experiential.</li>\n<li>Are proficient in Figma and the Adobe Creative Suite (Illustrator, Photoshop, InDesign).</li>\n<li>Bring strong collaboration and communication skills, with the ability to confidently present and defend your work to diverse stakeholders.</li>\n<li>Excel at managing multiple projects in a fast-paced environment.</li>\n<li>Have a keen eye for detail and a strong sense of craft from concept through final production.</li>\n<li>Stay curious and open to growth , actively building fluency in emerging technologies like AI to unlock creativity, accelerate progress, and amplify impact.</li>\n</ul>\n<ul>\n<li>Our Core 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We are an Equal Opportunity (EEO)/Veterans/Disabled Employer and are committed to building an inclusive global team that represents a variety of backgrounds, perspectives, beliefs, and experiences.</p>\n<p style=\"margin-top:24px;font-size:13px;color:#666;\">XML job scraping automation by <a href=\"https://yubhub.co\">YubHub</a></p>","url":"https://yubhub.co/jobs/job_ef0c8a82-409","directApply":true,"hiringOrganization":{"@type":"Organization","name":"Webflow","sameAs":"https://webflow.com/","logo":"https://logos.yubhub.co/webflow.com.png"},"x-apply-url":"https://job-boards.greenhouse.io/webflow/jobs/7456130","x-work-arrangement":"remote","x-experience-level":"senior","x-job-type":"full-time","x-salary-range":null,"x-skills-required":["brand design","visual identity systems","campaign assets","event design","Figma","Adobe Creative Suite","collaboration","communication","project management","attention to detail","craftsmanship"],"x-skills-preferred":["web design","Webflow development","motion design","AI","3D","generative","real-time platforms"],"datePosted":"2026-03-31T18:18:30.204Z","jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Argentina Remote"}},"jobLocationType":"TELECOMMUTE","employmentType":"FULL_TIME","occupationalCategory":"Design","industry":"Technology","skills":"brand design, visual identity systems, campaign assets, event design, Figma, Adobe Creative Suite, collaboration, communication, project management, attention to detail, craftsmanship, web design, Webflow development, motion design, AI, 3D, generative, real-time platforms"},{"@context":"https://schema.org","@type":"JobPosting","identifier":{"@type":"PropertyValue","name":"YubHub","value":"job_5b73021c-431"},"title":"Principal Technical Program Manager - Copilot Identity","description":"<p>You will lead initiatives that strengthen authentication, authorization, and account lifecycle experiences across desktop, web, and mobile. 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We want AI to be safe and beneficial for our users and for society as a whole. Our team is a quickly growing group of committed researchers, engineers, policy experts, and business leaders working together to build beneficial AI systems.</p>\n<p><strong>About the Team</strong></p>\n<p>The Security Engineering team protects Anthropic&#39;s AI systems and maintains the trust of our users and society. 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equivalent industry experience</li>\n<li>Strong programming skills in Python or at least one systems language such as Go, Rust, or C/C++</li>\n<li>Deep understanding of identity systems, cryptographic primitives, and secrets management</li>\n<li>Working knowledge of Kubernetes security primitives including RBAC, namespaces, network policies, and service accounts</li>\n<li>Experience leading cross-functional security initiatives and navigating complex organisational dynamics</li>\n<li>Outstanding communication skills, translating technical concepts effectively across all levels of the organisation</li>\n<li>A track record of bringing clarity and ownership to ambiguous technical problems and driving them to resolution</li>\n<li>Low ego and high empathy, with a history of growing the engineers around you and supporting diverse, inclusive teams</li>\n<li>Passion for AI safety and the role security engineering plays in building trustworthy AI systems</li>\n</ul>\n<p><strong>Strong candidates may also have:</strong></p>\n<ul>\n<li>Designed or operated identity and secrets management systems for large-scale AI or cloud infrastructure</li>\n<li>Built security frameworks or libraries adopted across an engineering organisation</li>\n<li>Led a developer security program including supply chain security, secure build infrastructure, and SDLC integrations</li>\n<li>Built or secured CI infrastructure using Nix, Bazel, or Kubernetes-based deploy systems, with depth in toolchain issues, CI/CD pipelines, and developer workflow optimisation</li>\n<li>Implemented machine identity or workload authentication systems using SPIFFE/SPIRE, mTLS, or equivalent</li>\n<li>Understanding of Linux systems internals including namespaces, cgroups, and seccomp, and how these underpin container and workload isolation</li>\n<li>Contributed to the security architecture of multi-cloud environments including network segmentation, data protection, and access governance</li>\n<li>Experience with 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